BioDB: An ontology-enhanced information system for heterogeneous biological information

摘要

This paper presents BIODB, an ontology-enhanced information system to manage heterogeneous data. An ontology-enhanced system is a system where ad hoc data is imported into the system by a user, annotated by the user to connect the data to an ontology or other data sources, and then all data connected through the ontology can be queried in a federated manner. The BIODB system enables multi-model data federation, i.e., it federate data that can be in different data models including, relational, XML and RDF, sequence data and so on. It uses an ontologically enhanced system catalog, an ontological data index, an association index to facilitate cross-model data mapping, and a new algorithm for ontology-assisted keyword queries with ranking. The paper describes these components in detail, and presents an evaluation of the architecture in the context of an actual application.